"I Heard a Rumour" peaked at #14 in their native UK, and was one of their biggest singles in the U.S., reaching #4. It was also a hit in nightclubs, reaching #3 on the U.S. Hot Dance Club Play chart.
Group members Sara Dallin, Siobhan Fahey, and Keren Woodward are seen emulating various film stars, projected on screens behind them, by dressing up in various costumes, such as a cowgirl or Carmen Miranda. Bananarama's trademark silliness is interspersed throughout.
At one point the group, dressed in French can-can dresses, bend over to 'moon' the camera and expose the letters W-O-W (a reference to their album title) on their rears.
Bloopers, of the girls making mistakes in the dance routine, are intercut with other footage.
^Kent, David (1993). Australian Chart Book 1970–1992 (Illustrated ed.). Sydney: Australian Chart Book. p. 26. ISBN0-646-11917-6. N.B. The Kent Report chart was licensed by ARIA between 1983 and 19 June 1988.